Methods › Reinforcement Learning › Q-Learning Networks › DQN › Papers, page 3

Deep Q-Network

DQN

Papers archive 2025-07-28

archive papers tagged: 519 · with a code link: 173 · where Syntology ran a sample: 47 (36 with a run with no instrument failure, 11 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (47 of 519 tagged: 36 with a run with no instrument failure, 11 where every run was a failure of Syntology's instrument)

Page 3 of 6: papers 201 to 300 of 519, newest first by the archive's date (ties by slug), in archive order.

Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code, as “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the instrument figure counts failures of Syntology's instrument, not of the code. It is per sample and not a correctness claim. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code; “community repositories only” when every sample that ran came from a community repository, “official: no sample here; runs from other or unrecorded repositories” when some came from a repository the paper names or has in its text, or from none recorded); hover it for the repositories the samples that ran came from.

• Enforcing KL Regularization in General Tsallis Entropy Reinforcement Learning via Advantage Learning
  16 May 2022 · 0 repositories · arXiv:2205.07885
• Efficient Off-Policy Reinforcement Learning via Brain-Inspired Computing
  14 May 2022 · 0 repositories · arXiv:2205.06978
• Characterizing the Action-Generalization Gap in Deep Q-Learning
  11 May 2022 · 0 repositories · arXiv:2205.05588
• EPiDA: An Easy Plug-in Data Augmentation Framework for High Performance Text Classification
  24 Apr 2022 · 1 repository · arXiv:2204.11205
  Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 4 unverified (of 6 harvested samples) · 2 pointer-only (licence)
• Graph Neural Network based Agent in Google Research Football
  23 Apr 2022 · 0 repositories · arXiv:2204.11142
• Learning how to Interact with a Complex Interface using Hierarchical Reinforcement Learning
  21 Apr 2022 · 0 repositories · arXiv:2204.10374
• Reinforcement Re-ranking with 2D Grid-based Recommendation Panels
  11 Apr 2022 · 0 repositories · arXiv:2204.04954
• DouZero+: Improving DouDizhu AI by Opponent Modeling and Coach-guided Learning
  6 Apr 2022 · 1 repository · arXiv:2204.02558
• REM: Routing Entropy Minimization for Capsule Networks
  4 Apr 2022 · 0 repositories · arXiv:2204.01298
• Hysteresis-Based RL: Robustifying Reinforcement Learning-based Control Policies via Hybrid Control
  1 Apr 2022 · 2 repositories · arXiv:2204.00654
• Investigating the Properties of Neural Network Representations in Reinforcement Learning
  30 Mar 2022 · 0 repositories · arXiv:2203.15955
• MERLIN -- Malware Evasion with Reinforcement LearnINg
  24 Mar 2022 · 0 repositories · arXiv:2203.12980
• Does DQN really learn? Exploring adversarial training schemes in Pong
  20 Mar 2022 · 0 repositories · arXiv:2203.10614
• Random Ensemble Reinforcement Learning for Traffic Signal Control
  10 Mar 2022 · 0 repositories · arXiv:2203.05961
• Deep Reinforcement Learning based Model-free On-line Dynamic Multi-Microgrid Formation to Enhance Resilience
  6 Mar 2022 · 0 repositories · arXiv:2203.03030
• Retrieval-Augmented Reinforcement Learning
  17 Feb 2022 · 0 repositories · arXiv:2202.08417
• skrl: Modular and Flexible Library for Reinforcement Learning
  8 Feb 2022 · 1 repository · arXiv:2202.03825
• Generative Adversarial Exploration for Reinforcement Learning
  27 Jan 2022 · 0 repositories · arXiv:2201.11685
• Critic Algorithms using Cooperative Networks
  19 Jan 2022 · 0 repositories · arXiv:2201.07839
• An Improved Reinforcement Learning Algorithm for Learning to Branch
  17 Jan 2022 · 0 repositories · arXiv:2201.06213
• A Resolution Enhancement Plug-in for Deformable Registration of Medical Images
  30 Dec 2021 · 0 repositories · arXiv:2112.15180
• Constraint Sampling Reinforcement Learning: Incorporating Expertise For Faster Learning
  30 Dec 2021 · 1 repository · arXiv:2112.15221
• A Graph Attention Learning Approach to Antenna Tilt Optimization
  27 Dec 2021 · 0 repositories · arXiv:2112.14843
• Intelligent Traffic Light via Policy-based Deep Reinforcement Learning
  27 Dec 2021 · 1 repository · arXiv:2112.13817
• Lane Change Decision-Making through Deep Reinforcement Learning
  24 Dec 2021 · 2 repositories · arXiv:2112.14705
• Local Advantage Networks for Cooperative Multi-Agent Reinforcement Learning
  23 Dec 2021 · 0 repositories · arXiv:2112.12458
• Aerial Base Station Positioning and Power Control for Securing Communications: A Deep Q-Network Approach
  21 Dec 2021 · 0 repositories · arXiv:2112.11090
• A deep reinforcement learning model for predictive maintenance planning of road assets: Integrating LCA and LCCA
  20 Dec 2021 · 0 repositories · arXiv:2112.12589
• Space Non-cooperative Object Active Tracking with Deep Reinforcement Learning
  18 Dec 2021 · 1 repository · arXiv:2112.09854
• Scientific Discovery and the Cost of Measurement -- Balancing Information and Cost in Reinforcement Learning
  14 Dec 2021 · 0 repositories · arXiv:2112.07535
• Faster Deep Reinforcement Learning with Slower Online Network
  10 Dec 2021 · 1 repository · arXiv:2112.05848
  Syntology official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 9 harvested samples)
• GDI: Rethinking What Makes Reinforcement Learning Different from Supervised Learning
  24 Nov 2021 · 0 repositories
• An Improved Reinforcement Learning Model Based on Sentiment Analysis
  19 Nov 2021 · 0 repositories · arXiv:2111.15354
• Improved Method of Stock Trading under Reinforcement Learning Based on DRQN and Sentiment Indicators ARBR
  19 Nov 2021 · 0 repositories · arXiv:2111.15356
• Improving Experience Replay through Modeling of Similar Transitions' Sets
  12 Nov 2021 · 1 repository · arXiv:2111.06907
• "Good Robot! Now Watch This!": Repurposing Reinforcement Learning for Task-to-Task Transfer
  8 Nov 2021 · 1 repository
• Guiding Multi-Step Rearrangement Tasks with Natural Language Instructions
  8 Nov 2021 · 2 repositories
• Improving RNA Secondary Structure Design using Deep Reinforcement Learning
  5 Nov 2021 · 0 repositories · arXiv:2111.04504
• Online Service Provisioning in NFV-enabled Networks Using Deep Reinforcement Learning
  3 Nov 2021 · 0 repositories · arXiv:2111.02209
• Human-Level Control without Server-Grade Hardware
  1 Nov 2021 · 1 repository · arXiv:2111.01264
• Deep Reinforcement Learning Aided Packet-Routing For Aeronautical Ad-Hoc Networks Formed by Passenger Planes
  28 Oct 2021 · 0 repositories · arXiv:2110.15146
• Accelerating Distributed Deep Reinforcement Learning by In-Network Experience Sampling
  26 Oct 2021 · 0 repositories · arXiv:2110.13506
• Distributional Reinforcement Learning for Multi-Dimensional Reward Functions
  26 Oct 2021 · 2 repositories · arXiv:2110.13578
• Can Q-learning solve Multi Armed Bantids?
  21 Oct 2021 · 0 repositories · arXiv:2110.10934
• More Efficient Exploration with Symbolic Priors on Action Sequence Equivalences
  20 Oct 2021 · 0 repositories · arXiv:2110.10632
• Bridging the Gap between Label- and Reference-based Synthesis in Multi-attribute Image-to-Image Translation
  11 Oct 2021 · 1 repository · arXiv:2110.05055
• Navigation In Urban Environments Amongst Pedestrians Using Multi-Objective Deep Reinforcement Learning
  11 Oct 2021 · 0 repositories · arXiv:2110.05205
• Reinforcement Learning In Two Player Zero Sum Simultaneous Action Games
  10 Oct 2021 · 1 repository · arXiv:2110.04835
• Parallel Actors and Learners: A Framework for Generating Scalable RL Implementations
  3 Oct 2021 · 0 repositories · arXiv:2110.01101
• Motion Planning for Autonomous Vehicles in the Presence of Uncertainty Using Reinforcement Learning
  1 Oct 2021 · 0 repositories · arXiv:2110.00640
• Better state exploration using action sequence equivalence
  29 Sep 2021 · 0 repositories
• Bootstrapped Hindsight Experience replay with Counterintuitive Prioritization
  29 Sep 2021 · 0 repositories
• Convergent and Efficient Deep Q Learning Algorithm
  29 Sep 2021 · 0 repositories
• Deep Reinforcement Q-Learning for Intelligent Traffic Signal Control with Partial Detection
  29 Sep 2021 · 1 repository · arXiv:2109.14337
• Disentangling Generalization in Reinforcement Learning
  29 Sep 2021 · 0 repositories
• Explanation-Aware Experience Replay in Rule-Dense Environments
  29 Sep 2021 · 1 repository · arXiv:2109.14711
• HyperDQN: A Randomized Exploration Method for Deep Reinforcement Learning
  29 Sep 2021 · 1 repository
• The guide and the explorer: smart agents for resource-limited iterated batch reinforcement learning
  29 Sep 2021 · 0 repositories
• Fetal oxygen delivery and consumption and blood gases in relation to gestational age
  23 Sep 2021 · 0 repositories · arXiv:2109.11616
• Reinforcement Learning on Encrypted Data
  16 Sep 2021 · 0 repositories · arXiv:2109.08236
• Vision Transformer for Learning Driving Policies in Complex Multi-Agent Environments
  14 Sep 2021 · 0 repositories · arXiv:2109.06514
• Learning cortical representations through perturbed and adversarial dreaming
  9 Sep 2021 · 1 repository · arXiv:2109.04261
  Syntology official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples)
• Temporal Shift Reinforcement Learning
  5 Sep 2021 · 1 repository · arXiv:2109.02145
• Deep Reinforcement Learning at the Edge of the Statistical Precipice
  30 Aug 2021 · 3 repositories · arXiv:2108.13264
  Syntology official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 4 honoured, 1 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 5 harvested samples)
• A Microscopic Pandemic Simulator for Pandemic Prediction Using Scalable Million-Agent Reinforcement Learning
  14 Aug 2021 · 0 repositories · arXiv:2108.06589
• DQN Control Solution for KDD Cup 2021 City Brain Challenge
  14 Aug 2021 · 1 repository · arXiv:2108.06491
• Two is a crowd: tracking relations in videos
  11 Aug 2021 · 0 repositories · arXiv:2108.05331
• Modified Double DQN: addressing stability
  9 Aug 2021 · 0 repositories · arXiv:2108.04115
• An Efficient Image-to-Image Translation HourGlass-based Architecture for Object Pushing Policy Learning
  2 Aug 2021 · 1 repository · arXiv:2108.01034
• A DQN-based Approach to Finding Precise Evidences for Fact Verification
  1 Aug 2021 · 1 repository
• REM: Efficient Semi-Automated Real-Time Moderation of Online Forums
  1 Aug 2021 · 0 repositories
• An Improved Algorithm of Robot Path Planning in Complex Environment Based on Double DQN
  23 Jul 2021 · 0 repositories · arXiv:2107.11245
• A Reinforcement Learning Environment for Mathematical Reasoning via Program Synthesis
  15 Jul 2021 · 1 repository · arXiv:2107.07373
• Deep Reinforcement Learning based Dynamic Optimization of Bus Timetable
  15 Jul 2021 · 0 repositories · arXiv:2107.07066
• Minimizing Safety Interference for Safe and Comfortable Automated Driving with Distributional Reinforcement Learning
  15 Jul 2021 · 0 repositories · arXiv:2107.07316
• Improve Agents without Retraining: Parallel Tree Search with Off-Policy Correction
  4 Jul 2021 · 1 repository · arXiv:2107.01715
• AoI Minimization in Energy Harvesting and Spectrum Sharing Enabled 6G Networks
  1 Jul 2021 · 0 repositories · arXiv:2107.00340
• Convergent and Efficient Deep Q Network Algorithm
  29 Jun 2021 · 1 repository · arXiv:2106.15419
• MMD-MIX: Value Function Factorisation with Maximum Mean Discrepancy for Cooperative Multi-Agent Reinforcement Learning
  22 Jun 2021 · 0 repositories · arXiv:2106.11652
• Vision-Language Navigation with Random Environmental Mixup
  15 Jun 2021 · 1 repository · arXiv:2106.07876
  Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 3 unverified (of 4 harvested samples)
• DouZero: Mastering DouDizhu with Self-Play Deep Reinforcement Learning
  11 Jun 2021 · 1 repository · arXiv:2106.06135
  Syntology official (archive's flag): 2 ran · 3 ran (of which 1 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 1 where Syntology's instrument failed) · 3 unverified (of 6 harvested samples) · 1 pointer-only (licence)
• GDI: Rethinking What Makes Reinforcement Learning Different From Supervised Learning
  11 Jun 2021 · 0 repositories · arXiv:2106.06232
• Reinforced Few-Shot Acquisition Function Learning for Bayesian Optimization
  8 Jun 2021 · 0 repositories · arXiv:2106.04335
• Learning to Optimize Industry-Scale Dynamic Pickup and Delivery Problems
  27 May 2021 · 0 repositories · arXiv:2105.12899
• Improved Exploring Starts by Kernel Density Estimation-Based State-Space Coverage Acceleration in Reinforcement Learning
  19 May 2021 · 1 repository · arXiv:2105.08990
• Reinforcement Learning with Expert Trajectory For Quantitative Trading
  9 May 2021 · 0 repositories · arXiv:2105.03844
• Time-Aware Q-Networks: Resolving Temporal Irregularity for Deep Reinforcement Learning
  6 May 2021 · 0 repositories · arXiv:2105.02580
• Automated scoring of pre-REM sleep in mice with deep learning
  5 May 2021 · 1 repository · arXiv:2105.01933
• Adapting to Reward Progressivity via Spectral Reinforcement Learning
  29 Apr 2021 · 1 repository · arXiv:2104.14138
  Syntology official (archive's flag): 2 ran · 2 ran (of which 2 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified; every one of the 2 samples that ran constructed an object rather than computing a result (of 2 harvested samples) · 2 pointer-only (licence)
• Emotional Contagion-Aware Deep Reinforcement Learning for Antagonistic Crowd Simulation
  29 Apr 2021 · 0 repositories · arXiv:2105.00854
• Independent Reinforcement Learning for Weakly Cooperative Multiagent Traffic Control Problem
  22 Apr 2021 · 1 repository · arXiv:2104.10917
• A coevolutionary approach to deep multi-agent reinforcement learning
  12 Apr 2021 · 1 repository · arXiv:2104.05610
• Full Gradient DQN Reinforcement Learning: A Provably Convergent Scheme
  10 Mar 2021 · 0 repositories · arXiv:2103.05981
• Increasing Energy Efficiency of Massive-MIMO Network via Base Stations Switching using Reinforcement Learning and Radio Environment Maps
  8 Mar 2021 · 0 repositories · arXiv:2103.11891
• Super-resolving Compressed Images via Parallel and Series Integration of Artifact Reduction and Resolution Enhancement
  2 Mar 2021 · 1 repository · arXiv:2103.01698
• Multi-Agent Path Planning based on MPC and DDPG
  26 Feb 2021 · 0 repositories · arXiv:2102.13283
• Greedy-Step Off-Policy Reinforcement Learning
  23 Feb 2021 · 0 repositories · arXiv:2102.11717
• Stratified Experience Replay: Correcting Multiplicity Bias in Off-Policy Reinforcement Learning
  22 Feb 2021 · 0 repositories · arXiv:2102.11319
• Training a Resilient Q-Network against Observational Interference
  18 Feb 2021 · 1 repository · arXiv:2102.09677
• Adaptive Rational Activations to Boost Deep Reinforcement Learning
  18 Feb 2021 · 4 repositories · arXiv:2102.09407
  Syntology official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 6 where Syntology's instrument failed) · 0 unverified (of 6 harvested samples) · 3 pointer-only (licence)